Explainable Semantic Matching

Stop guessing fit. Rank every candidate with explainable evidence.

Match Radar compares the profile on your screen against active client job requisitions in real time. It surfaces hard evidence, identifies unconfirmed gaps, and gives recruiters defensible justification for every submission.

01

Hard Technical & Domain Competencies

Understands semantic equivalence across tech stacks (e.g., recognizing that Kubernetes operator development implies advanced Go, distributed systems, and cloud infrastructure experience even if not explicitly bulleted).

02

Seniority & Architectural Ownership

Distinguishes between hands-on individual contributor depth, tech leadership, staff-level system architecture, and people management scope to prevent misleveled submissions.

03

Location, Commute & Work Modality

Evaluates exact geographic availability, hybrid expectations (e.g., 2 days in Tokyo/Seoul office), visa status, and regional bilingual requirements.

04

Company Stage & Engineering Velocity

Weights high-velocity startup scale vs. enterprise compliance environments, ensuring candidate operational habits match the hiring client's culture.

Black-Box 'AI' (The Old Way)

Explainability vs Black-Box AI

  • Arbitrary percentage score with zero supporting citations
  • Misses adjacent or synonym skills due to rigid keyword matching
  • Ignores team stage, communication style, and seniority depth
  • Leaves recruiters unprepared for hiring manager pushback
CmdHire Match Radar (The Enterprise Way)

Never pitch a candidate with an arbitrary percentage you cannot explain.

  • Exact evidence snippets cited directly from candidate experience
  • Semantic graph matching across 4 distinct dimensions
  • Proactive gap checklist generated for the recruiter's screening call
  • Copy-ready client submission briefs generated in 1 click
Recruiter-in-the-Loop

Empowering recruiter judgment, not replacing human relationships.

Experience Match Radar

See Match Radar run live on your agency's active roles.

Join our private pilot program and see how Match Radar transforms sourcing speed and placement velocity.

Request agency pilot